\section{Author Brief Biography}

\subsection*{Atish Das Sarma: } Atish Das Sarma is currently a Staff Research Scientist at eBay Research Labs. Prior to his current position, Atish was a Research Scientist at Google Research. Atish received his Ph.D. degree from Georgia Tech. and undergraduate from IIT-Bombay, all in computer science. Atish has published over 40 research papers and filed around 10 patents. Atish received the Best Paper Award at PODS-2008, a Facebook award in 2009 for work done that was named a top-50 fbFund Finalist for most promising upcoming start-up ideas, and a Google award for ``excellent paper in structured data''. His works have been featured in New Scientist, and MIT Technology Review, and invited to interview at NPR, and several of his papers have been invited to top journals. 

Atish serves on numerous international program committees (such as KDD, WWW, WSDM, VLDB, SIGMOD, CIKM, ICWSM, and others) and has given several invited talks. His research publications include those in algorithms (STOC, SICOMP, JACM, TCS), Databases (SIGMOD, VLDB, PODS, ICDE), Data Mining (WSDM, WWW, KDD), and Distributed Computing (PODC, SPAA, DISC, INFOCOM). 

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\subsection*{Anisur Rahaman Molla: } Anisur Rahaman Molla is currently a Postdoctoral Researcher at Singapore University of Technology and Design (SUTD). Prior to this, he was a Project Officer in the Division of Mathematical Sciences at Nanyang Technological University. Anisur recently completed his Ph.D. degree from the Division of Mathematical Sciences at Nanyang Technological University, Singapore. He received his MTech (Computer Science) from Indian Statistical Institute, Kolkata in 2010 and BSc and MSc (Mathematics) from Calcutta University in 2005 and 2007 respectively. He worked at ISI, Kolkata as a visiting scientist for six months after finishing his MTech course. 

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\subsection*{Gopal Pandurangan: } Gopal Pandurangan has been Assistant Professor in the Theoretical Computer Science research group in the Mathematical Sciences Division at Nanyang Technological University, since 2009. He is currently a research fellow at the Institute of Experimental and Computational Research in Mathematics (ICERM) at Brown University and also a visiting faculty in the Computer Science Department at Brown University. He received his Ph.D. from Brown University (2002), Masters from SUNY Albany, and B.Tech. from IIT Madras, all in Computer Science. He is a senior member of the ACM and the IEEE. Gopal serves on numerous international program committees and has given several invited talks. His research interests are in the design and analysis of algorithms, distributed computing, large-scale data processing, communication networks, real-world networks, and computational biology.

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